Liam drummed his fingers on the armrest of the stale airport seat, each tap a frantic rhythm against the impending doom. His best friend’s wedding was supposed to start in an hour, and he was still stuck in purgatory. The airline's automated system just announced another delay, pushing back the estimated time of arrival further into the evening.

He imagined the wedding, the speeches, the toasts… all happening without him. A wave of heat washed over him, making him feel exceedingly uneasy. He tugged at the collar of his dress shirt, the fabric suddenly feeling constricting.

His phone vibrated with a text from the groom, a simple "Where are you, man?". He fired back a quick, shaky explanation, the words feeling inadequate, almost childish, in their simplicity. He felt a deep flush rise from his neck to his hairline.

Emotion: embarrassed

Cluster: Embarrassment
PC1 (Valence): -1.08 Negative
PC2 (Disposition): 1.10

Role in Research

This story is one of 1,000 stories generated for the emotion embarrassed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 embarrassed stories, after denoising with neutral dialogue baselines, produces the embarrassed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the embarrassed vector is projected through the unembedding matrix.

Promoted:
l0.420
尴尬0.341
C0.333
culp0.262
🤦0.256
Suppressed:
own-0.321
আনন্দের-0.230
seemingly-0.227
і-0.225
আনন্দে-0.224